SwishNet: A Fast Convolutional Neural Network for Speech, Music and Noise Classification and Segmentation. - Md. Shamim Hussain; Mohammad Ariful Haque (CoRR, 2018)

An Improved Physics Based Numerical Model of Tunnel FET Using 2D NEGF Formalism. - Md. Shamim Hussain (CoRR, 2020)

Edge-augmented Graph Transformers: Global Self-attention is Enough for Graphs. - Md. Shamim Hussain; Mohammed J. Zaki; Dharmashankar Subramanian (CoRR, 2021)

Global Self-Attention as a Replacement for Graph Convolution. - Md. Shamim Hussain; Mohammed J. Zaki; Dharmashankar Subramanian (KDD, 2022)

The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles. - Md. Shamim Hussain; Mohammed J. Zaki; Dharmashankar Subramanian (KDD, 2023)

Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers. - Md. Shamim Hussain; Mohammed J. Zaki; Dharmashankar Subramanian (ICML, 2024)